{"id":"W4398293661","doi":"10.7910/dvn/8qpl75/uzvwtd","title":"ykc20140824_03.txt.gz","year":2021,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Riometer; Shortwave; Simple (philosophy); Absorption (acoustics); Computer science; Environmental science; Physics; Ionosphere; Optics; Radiative transfer; Geophysics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001187897,0.004006596,0.002933872,0.005209185,0.001480954,0.005561796,0.005408701,0.00414598,0.2975579],"category_scores_gemma":[0.007988909,0.001215943,0.001747352,0.01094253,0.000871785,0.003245394,0.004004315,0.00231194,0.409427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002334389,"about_ca_system_score_gemma":0.002998283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02530893,"about_ca_topic_score_gemma":0.03086887,"domain_scores_codex":[0.9988137,0.0001930588,0.00009753737,0.0004145263,0.0002460958,0.0002350024],"domain_scores_gemma":[0.9975181,0.000732502,0.000229067,0.0006045203,0.0005861435,0.0003297771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004997816,0.00001089815,0.0001965809,0.0007261672,0.00002064389,0.000009422753,0.00001576378,0.0001485333,0.00006527501,0.0004861819,0.9973206,0.0009499492],"study_design_scores_gemma":[0.0002664994,0.00001381166,0.001025378,0.0003363783,0.00002448268,0.0000186489,0.00004787048,0.0002361818,0.0002801905,0.0019276,0.9957931,0.00002985601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002360469,0.00005295093,0.00003142943,0.00004620176,0.00001594155,0.000004565899,0.9987246,0.0004533794,0.0006473373],"genre_scores_gemma":[0.0002057698,0.00007964272,0.0001376522,0.00006323179,0.000008856856,0.00005136562,0.9984932,0.0002204573,0.0007398621],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.702442,"threshold_uncertainty_score":0.9954304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191063609262835,"score_gpt":0.2543573080891071,"score_spread":0.2424466719964787,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}